Gene selection is a main procedure of discriminate analysis of microarray data which is the process of selecting most informative genes from the whole gene data base. This paper approach a method for selecting informative genes by using Rough Set Theory. Rough Set Theory is a effective mathematical tool for selecting informative genes. This paper describes basics of Rough Set Theory and Rough Set attribute reduction by Quick Reduct based Genetic Algorithm.